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FAI Prompt Optimization Builder

Prompt Optimization builder โ€” prompt versioning with semantic versions, A/B testing framework, Azure Prompt Flow, template engine with variable injection, and evaluation-driven iteration.

Overviewโ€‹

PropertyValue
TypeAgent
Fileagents/fai-play-18-builder.agent.md
Toolscodebase, terminal
Modelgpt-4o, gpt-4o-mini
WAF Alignmentperformance-efficiency, cost-optimization, reliability
Compatible Plays18-prompt-optimization
Lines57

Usageโ€‹

In VS Code (GitHub Copilot)โ€‹

@fai-play-18-builder How can you help me?

In fai-manifest.jsonโ€‹

{
"primitives": {
"agents": ["../../agents/fai-play-18-builder.agent.md"]
}
}

Sourceโ€‹


Auto-generated from the FrootAI primitive catalog. Last updated: 2026-04-20.